{"id":"https://openalex.org/W7134107607","doi":"https://doi.org/10.1007/s12530-026-09807-z","title":"Smart energy management: LSTM-based strategies for cost-effective PV-wind microgrid in hospitals application","display_name":"Smart energy management: LSTM-based strategies for cost-effective PV-wind microgrid in hospitals application","publication_year":2026,"publication_date":"2026-03-07","ids":{"openalex":"https://openalex.org/W7134107607","doi":"https://doi.org/10.1007/s12530-026-09807-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-026-09807-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-026-09807-z","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069405214","display_name":"Harini Vaikund","orcid":"https://orcid.org/0000-0002-8314-6042"},"institutions":[{"id":"https://openalex.org/I114602248","display_name":"Bharat Electronics (India)","ror":"https://ror.org/00edfym28","country_code":"IN","type":"company","lineage":["https://openalex.org/I114602248"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Harini Vaikund","raw_affiliation_strings":["Assistant Professor, Department of Electrical and Electronics, Dr. Ambedkar Institute of Technology, Near Jnana Bharathi Campus, Mallathalli, Bengaluru, Karnataka-560056, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Electrical and Electronics, Dr. Ambedkar Institute of Technology, Near Jnana Bharathi Campus, Mallathalli, Bengaluru, Karnataka-560056, India","institution_ids":["https://openalex.org/I114602248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128279915","display_name":"S. G. Srivani","orcid":null},"institutions":[{"id":"https://openalex.org/I2801245514","display_name":"Central Institute of Indian Languages","ror":"https://ror.org/02zww6317","country_code":"IN","type":"education","lineage":["https://openalex.org/I2801245514"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. G. Srivani","raw_affiliation_strings":["Professor, Department of Electrical and Electronics, RV College of Engineering, Mysore Road, Bengaluru, Karnataka, 560059, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, Department of Electrical and Electronics, RV College of Engineering, Mysore Road, Bengaluru, Karnataka, 560059, India","institution_ids":["https://openalex.org/I2801245514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069405214"],"corresponding_institution_ids":["https://openalex.org/I114602248"],"apc_list":{"value":2590,"currency":"USD","value_usd":2590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1568256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.16899999976158142,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.16899999976158142,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.14980000257492065,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.093299999833107,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.8154000043869019},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.4986000061035156},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4916999936103821},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.3634999990463257},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.3043000102043152}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.8154000043869019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7192000150680542},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4986000061035156},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4916999936103821},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.35659998655319214},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.3043000102043152},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2833000123500824},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.26919999718666077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12530-026-09807-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-026-09807-z","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8340103626251221}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2109191831","https://openalex.org/W2140356380","https://openalex.org/W2142677947","https://openalex.org/W2801026898","https://openalex.org/W2898547920","https://openalex.org/W2970669866","https://openalex.org/W3000245516","https://openalex.org/W3083236798","https://openalex.org/W3105194845","https://openalex.org/W3108211772","https://openalex.org/W3156835100","https://openalex.org/W3165537101","https://openalex.org/W3185837465","https://openalex.org/W4206447127","https://openalex.org/W4214834847","https://openalex.org/W4221075446","https://openalex.org/W4225838768","https://openalex.org/W4226258786","https://openalex.org/W4229016095","https://openalex.org/W4229333797","https://openalex.org/W4289538441","https://openalex.org/W4399700552"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-03-08T00:00:00"}